A virtual-production team recording an anonymous motion-capture performer inside an LED volume

Practical guide by MOTA Media Group

How to choose a process for a controlled automation pilot

A useful first automation candidate is understandable, repeated often enough to observe, and bounded well enough to stop safely. Describe the input, decision, result, exceptions, data owner, and manual fallback before choosing a tool.

Who this is for

For process owners, operations leads, service teams, and product managers considering a limited automation or AI-enabled pilot without handing uncontrolled decisions to a system.

How we work

Draw the current process without assuming a technology, collect typical and exceptional cases, name the process and data owners, identify prohibited autonomous actions, and define review, stop, retry, and fallback paths. Use safe test data, record a baseline, monitor failures, and decide on expansion only after real scenarios have been reviewed.

What you receive

The final configuration follows the approved brief, channels, source materials, schedule, and rights framework.

Foundation

a current-state process map from trigger and input to result and owner

Production

a data and access register with sensitive fields and permitted sources

Delivery

an exception catalogue with human review, stop, retry, and fallback routes

Launch

a bounded pilot definition with baseline observations and acceptance criteria

Typical projects

Use these examples as a starting point. A producer will confirm the actual production route after reviewing the brief.

screening a repetitive back-office process before selecting a tool

Scope, inputs, timeline, approvals, and usage rights are confirmed for the actual project.

testing an AI-assisted workflow with explicit human escalation

Scope, inputs, timeline, approvals, and usage rights are confirmed for the actual project.

deciding whether a successful limited pilot is ready for a wider scope

Scope, inputs, timeline, approvals, and usage rights are confirmed for the actual project.

LED volume, motion-capture suit, cinema camera, tracking markers, and VFX workstations
Director, camera crew, performer, and VFX artists coordinating a virtual scene
Scope and limitations. The guide does not guarantee savings, successful implementation, or a particular operational result. Broad access should not be granted before a bounded pilot, unstable processes should not be automated as if they were settled, and speed alone is not an adequate measure where errors, returns, privacy, and added supervision matter.

How to choose a process for a controlled automation pilot

From a question to a verifiable answer

Inputs

Define users, recurring questions and the actions the assistant is permitted to take. Assign a source and an update owner to each answer. Public information, internal documents and personal data need different access rules.

Working review

Test precise and ambiguous questions, stale sources and missing answers using examples without unnecessary personal data. The assistant should state its limits and route unresolved cases to the responsible person.

Handoff

Agree a change log, source-review schedule and a way to disable faulty scenarios. Test search and navigation first, then external actions separately. A chat response alone is not evidence that an operation was completed.